Best Industrial AI Software in Africa

The HiveMQ Platform provides a scalable, reliable data backbone with an event-driven MQTT architecture. Here are a few highlights: 1. MQTT Broker: At the heart of the HiveMQ platform is a fully MQTT-compliant broker purpose-built for fast, reliable, bi-directional data movement between IoT devices and enterprise systems. 2. Edge Data Integration: HiveMQ Edge seamlessly integrates edge data by converting industrial protocols into standardized MQTT, enabling an interoperable IIoT infrastructure. 3. IoT Streaming Governance: Data Hub transforms data in flight, passing only the most relevant, contextualized data to cloud and enterprise systems. 4. UNS & IT/OT convergence Enabler: Commonly used as the backbone for Unified Namespace architectures and seamlessly connects OT devices with IT systems for full visibility and interoperability. 5. Distributed Data Intelligence: HiveMQ Pulse unifies and contextualizes data across the enterprise for smarter decisions exactly where they matter most. 6. Maximum Interoperability: Runs anywhere on-premises or in public or private clouds. Efficiently connects to streaming applications, databases and data lakes with a Java SDK to build your own 7. Scalability to Support Growth: Elastic scaling with automatic data balancing and smart message distribution. Proven benchmark of up to 200M active clients with 1.8B messages/hour 8. Business Critical Reliability: Zero message loss with persistence to disk and offline queuing. No single point of failure due to masterless cluster architecture and zero downtime upgrades

FlowFuse is an advanced industrial application software that leverages Node-RED to enable teams to seamlessly integrate machines and protocols, gather and model data, and manage applications on a large scale, all while incorporating AI-driven support to streamline both development and deployment processes. By enhancing the user-friendly low-code, visual programming capabilities of Node-RED, FlowFuse introduces enterprise-level functionalities such as secure device communication, comprehensive operational management, centralized remote deployment options, collaborative team features, and extensive security measures. The solution also boasts interactive and adaptive dashboards, AI-supported flow creation and improvement aids, and tools for converting unprocessed data into structured models using natural language inputs. Furthermore, it incorporates DevOps-style pipelines for effective management of staged environments and version control, allows for remote fleet management via a device agent, and provides sophisticated observability features to ensure performance monitoring across multiple instances. This combination of capabilities positions FlowFuse as a powerful tool for optimizing industrial operations and accelerating innovation.

We aim to relieve ML engineers from the burdens of data engineering so they can concentrate on their passion for developing superior models more efficiently. Our innovative product serves as a robust framework that simplifies and accelerates the process for developers to discover, comprehend, and disseminate visual data on a large scale, making it ten times easier. Users can automatically generate custom interval attributes using pre-trained extractors or any model of their choice, enhancing the flexibility of data manipulation. The platform allows for effective data visualization and the analysis of model performance by leveraging custom attributes alongside standard KPIs. This functionality enables users to query data, identify rare edge cases, and curate new training datasets across their entire data lake with ease. Additionally, it facilitates the seamless saving, editing, versioning, commenting, and sharing of frames, sequences, or objects with both colleagues and external partners. SiaSearch stands out as a data management solution that automatically extracts frame-level contextual metadata, streamlining fast data exploration, selection, and evaluation. By automating these processes with intelligent metadata, engineering productivity can more than double, effectively alleviating bottlenecks in the development of industrial AI. Ultimately, this allows teams to innovate more rapidly and efficiently in their machine learning endeavors.

A powerful solution to accelerate computational experiments. This allows non-developers or non-ML researchers obtain results quickly and effectively. It optimizes resource usage and streamlines scientific experiment orchestration for maximum efficiency. It facilitates team collaboration, computational modeling, and instant result sharing with its intuitive low-code interface. The platform's optimized resources management ensures seamless orchestration of hybrid infrastructure, integrating HPC hardware and on-prem servers for scientific use. It also improves experiment reproducibility, and allows interactive result sharing to improve research transparency and collaboration.

TruePILOT by Endel Digital is an advanced plant observability and weighbridge management solution designed to unify all aspects of production intelligence. By combining SCADA integration, machine communication, ERP synchronization, and IIoT-enabled systems, it ensures smooth, real-time control of complex manufacturing and industrial processes. The platform helps plants reduce inefficiencies, prevent errors, and gain actionable insights through AI-powered trend analysis. Cloud-based CXO dashboards provide decision-makers with instant access to reliable data, ensuring faster and more confident strategic planning. Endel Digital’s ecosystem of products, including LabMAST for lab operations, FleetAI for dispatch, GateONE for access control, and ManuFACT for batch processing, creates a fully digitized and interconnected plant management framework. Each module is built to reduce manual intervention, minimize risks of theft or malpractice, and boost compliance with industry standards. Industries such as cement, steel, agriculture, and chemicals already rely on TruePILOT to modernize their operations. This comprehensive approach positions Endel Digital as a trusted partner for enterprises aiming to future-proof their production plants.

AUTOSOL’s software solution is crafted to integrate industrial data communications by securely gathering, accessing, and distributing real-time, historical, and edge data from various industrial devices and control systems into a cohesive, actionable information stream. At its heart lies the AUTOSOL Communication Manager, a sophisticated multi-protocol polling engine and OPC server that interfaces with an array of field devices like RTUs, PLCs, and meters using their original protocols, subsequently providing standardized data to SCADA systems, HMIs, databases, and analytic tools for improved operational oversight and management. This platform is capable of supporting multiple telemetry types at the same time while effectively bridging the gap between legacy systems and modern IIoT devices, which allows organizations to prolong the usability of their existing infrastructure while integrating new technologies for enhanced operational efficiency. By leveraging such advanced capabilities, businesses can ensure a smoother transition into the digital age of industry.

At the core of our offerings lies Jidoka, a principle that promotes "intelligent automation," which we leverage to fuse artificial intelligence with industrial automation for innovative solutions. Jidoka Technologies specializes in providing advanced engineering solutions within the industrial automation sector, addressing a wide array of challenges. Our focus is on merging our knowledge in manufacturing, machine vision, deep learning, and software to create tailored automation solutions. One of our key specialties is automating the detection of visual defects, a task that is often subjective and varies greatly across different industries. We invite you to explore a comprehensive pathway toward achieving Jidoka in your operations. Our approach involves teaching machines to recognize patterns by example, allowing them to understand the complexities of visual variations in components and defects while also adapting to process fluctuations. The pursuit of perfect imaging for diverse applications, combined with our image processing techniques, enhances our AI capabilities and stands as a fundamental aspect of our innovative solutions. As we continue to evolve, we remain committed to pushing the boundaries of what automation can achieve in various sectors.

Engineering teams turn to Instrumental to accelerate their product launches while minimizing quality concerns. This platform offers AI-driven proactive defect detection, comprehensive failure analysis tools, and remote real-time monitoring of builds, all integrated into a straightforward cloud solution. With Instrumental, you gain a cohesive and traceable data history that aids in identifying and addressing problems from the onset of your earliest EVT builds. By consolidating your product data, you can act swiftly and utilize AI to tackle issues that were once deemed too complex to resolve on your production line. The platform ensures that your product data is streamlined, providing essential information precisely when and where you require it, enabling quick identification and rectification of issues. Instrumental's Industrial AI efficiently detects and prioritizes every defect, accelerates failure analysis, and ensures your builds remain on schedule. Initiating faster issue resolution begins with having the right data readily accessible, which Instrumental provides by delivering a comprehensive product data record that includes parametric tests, images, and measurements at your convenience. Ultimately, this empowers teams to enhance their operational efficiency and improve product quality consistently.

Built on a workflow-driven, composable application architecture that allows organizations to turn on only the operations they need and then implement them. This reduces the time-to market of traditional MES solutions. Symphony's manufacturing operations management software includes: Pre-built library with thousands of processes (shipping/receiving and quality execution), hundreds connectors (ERP. PLC. Sensors. MOM applications). - Low code, drag & drop visual workflow-based application composer; enables rapid deployment with pre-built MES & Operations applications, as well as configuring/deploying new solutions using our low-code library to your site's specific needs. - Enterprise Management - AI Continuous Improvement MOM 360™, powered by a microservices architecture and connected by a high speed service bus, provides robust, reliable, and low latency operations required for manufacturing mission control system systems.

Canvass AI provides solutions that enable every team to tackle their current challenges effectively. The integrated AI consistently gathers data along with users' experiential insights to enhance decision-making and extend its benefits to additional assets. With modular solutions that offer a validated path for adoption, teams can implement, thrive, and expand AI from a single asset to the entire facility. By facilitating the extraction of value from data, Canvass AI allows process engineers to achieve a more profound comprehension of their processes, spanning historical, present, and future states. This approach streamlines problem-solving, equipping engineers with the tools for quicker and more impactful decisions that aid in complex troubleshooting, seize daily opportunities, and navigate both current and future challenges. Furthermore, Canvass AI transforms the journey from data to insights, empowering industrial engineers and operators to make informed decisions that enhance the profitability, health, and resilience of operations, ultimately fostering a culture of continuous improvement and innovation.

Discover unprecedented possibilities for enhancing industrial efficiency through an advanced Industrial AI platform. By merging various operational datasets, we eliminate industrial barriers and unify your data onto a singular platform, enabling you to extract valuable insights that drive productivity to its peak. Harness actionable data and achieve top-tier efficiency with the latest IoT technology. Minimize industrial downtime, uphold asset integrity, and take proactive measures in managing processes. Effectively oversee industrial projects and workforce operations by utilizing machine vision, sensors, robotics, and machine learning to optimize scheduling and ensure comprehensive HSSE performance. Safeguard remote facilities, track equipment performance, and guarantee the safety of on-site personnel through intelligent automation solutions. Furthermore, T-Pulse employs intelligent edge computing to provide real-time alerts for anomalies, including unauthorized access, fence breaches, unusual equipment activity, smoke, fire, and adherence to safety regulations, allowing for swift and effective responses to potential threats. Overall, this innovative technology not only enhances operational oversight but also fosters a safer working environment.

Our Industrial AI platform adopts a data science-centric approach, providing applications that are seamlessly built upon our robust industrial AI and IoT infrastructure. By leveraging advanced AI and machine learning algorithms alongside pre-trained data science models and tailored industry content, we transform vast amounts of data into meaningful insights. Talpacortex stands out as a dependable device for positioning and data processing in industrial settings, offering a range of customizable options. Its installation process is straightforward, allowing it to connect effortlessly to a variety of vehicles and industrial systems. Furthermore, Talpacortex features a GNSS module that can be upgraded to RTK when a fixed base station is present. Data transfer is facilitated through 3G/4G or WLAN connections, ensuring reliable communication. On request, machine-to-machine (M2M) capabilities are available to enhance connectivity. An integrated processing unit simplifies web-based management via the service interface, while multiple CAN bus interfaces enable quick and effective machine integration, including support for embedded sensors and retrofitting. This versatility positions Talpacortex as an essential tool for modern industrial operations, enhancing efficiency and data utilization across the board.

ControlRooms.ai sets a new benchmark for effective troubleshooting in industrial environments. By establishing predefined limits, it prevents overwhelming alarm notifications and eliminates the tedious search for specific issues that can take hours. This solution provides operators with ample time to implement corrective measures, seamlessly integrating into your current workflows and communication platforms. The setup process is straightforward, allowing for quick and secure configuration and provisioning. You can get a few systems operational and expand according to your own timeline. It offers round-the-clock monitoring, real-time alerts across various platforms, automated daily reports, and simplifies shift transitions. Utilizing OPC-UA standards, it connects effortlessly with existing infrastructures. The OPC-UA server operates within a DMZ to ensure a secure separation from operational systems, communicating one-way through MQTT to the Azure cloud. Security is prioritized with credentials stored in an encrypted vault that undergoes routine rotation. The system is designed to auto-scale irrespective of the number of tags or sampling rate, guaranteeing that operational technology data remains completely isolated through dedicated data pipelines and databases. ControlRooms.ai represents a groundbreaking advancement in industrial software, marking a significant evolution in the field in recent years. As industries continue to evolve, this platform promises to adapt and grow alongside them, ensuring that troubleshooting remains efficient and effective.

AI-powered smart manufacturing platforms Connect your people, assets and processes with AI to make your business smarter. Connect people, assets, systems, and software in a single ecosystem to ensure reliable execution, high-speed automaton, and the anticipation of events. SymphonyAI solutions are equipped with next-generation predictive and generational intelligence to reduce machine faults and downtimes, decrease maintenance costs, improve energy efficiency and optimize plant performance. SymphonyAI's Smart Manufacturing Platform translates data into actionable insight, giving you comprehensive real-time visibility of business and plant operations.

ThinkIQ utilizes cutting-edge vision technology and AI to uncover blind spots in ways that are unparalleled. Their Semantic Model and Material Ledger transform raw supplier data into standardized and contextualized information that is genuinely actionable, spanning from components to delivery. Additionally, the NextGen Historian captures data trends over time, and through AI analysis, it exposes hidden patterns that offer even deeper insights. The five-step approach provided by ThinkIQ enables virtually any manufacturer to progress towards Industry 4.0 Smart Manufacturing, ensuring benefits are realized at each phase. With a strong track record among global brands, ThinkIQ is at the forefront of establishing standards for Smart Manufacturing. Their platform not only enhances productivity but also promotes sustainability and improves safety standards for manufacturers, setting a new benchmark in the industry. By embracing these advancements, companies can better adapt to the rapidly evolving technological landscape.

Symbotic is an innovative automation solution for warehouses that transforms the supply chain through its comprehensive, AI-driven robotic system. This platform features a coordinated fleet of autonomous mobile robots and robotic arms, which are outfitted with sophisticated vision and sensing technologies, allowing them to efficiently create optimized mixed-case pallets with unmatched speed and density. Its modular architecture facilitates easy scaling and adaptation to existing warehouse setups, thereby enhancing flexibility in both size and expansion. Furthermore, Symbotic's high-density storage framework, coupled with its advanced distributed storage algorithm, significantly optimizes space utilization, boosts capacity, and supports unparalleled speeds for product storage and retrieval. The AI-driven software orchestrates the activities of numerous autonomous robots, effectively managing the entire system from case digitization to complex routing, sequencing, and the assembly of ideal mixed-SKU pallets. As a result, businesses can achieve remarkable operational efficiency and adapt more easily to changing demands in the marketplace.

Honeywell Intelligrated provides an extensive array of warehouse automation solutions aimed at enhancing both distribution and fulfillment processes. Their product range includes cutting-edge material handling equipment such as conveyor systems, sortation technologies, and palletizing/de-palletizing solutions, all of which are seamlessly integrated with sophisticated software platforms like the Momentum Warehouse Execution System (WES). This innovative WES supervises nearly every facet of automated warehouse operations, covering inbound and outbound logistics, inventory management, and labor oversight, while offering real-time decision-making capabilities and the flexibility to scale operations as needed. Furthermore, Honeywell's Automated Storage and Retrieval Systems (AS/RS) boost throughput and optimize warehouse space by employing artificial intelligence and machine learning techniques to facilitate dynamic decision-making and maximize system automation. In doing so, they ensure that warehouses can adapt efficiently to fluctuating demands and operational challenges.

Imubit’s artificial intelligence platform provides instantaneous, closed-loop optimization of processes in heavy industries by integrating a dynamic process simulator, a reinforcement-learning neural controller, and performance monitoring dashboards. The dynamic simulator utilizes extensive historical plant data and is informed by fundamental principles to create a virtual representation of actual processes, facilitating what-if analyses regarding variable interactions, changes in constraints, and adjustments in operational strategies. Meanwhile, the reinforcement-learning controller, which has been trained offline using millions of trial-and-error scenarios, is employed to continuously optimize control variables, thereby enhancing profit margins while adhering to safety constraints. Real-time dashboards monitor the availability of the model, user engagement, and operational uptime, while also providing interactive visual representations of boundary conditions, operational limits, and trends in key performance indicators. Applications of this technology include synchronizing economic strategies with real-time operational data and identifying instances of process deterioration, ensuring enhanced efficiency and safety across operations. This comprehensive approach empowers industries to adapt swiftly and effectively to changing conditions.

Cognite offers Cognite Data Fusion, a versatile and secure platform for Industrial DataOps and AI that integrates, contextualizes, and operationalizes a wide array of industrial data types, including time series data, engineering diagrams, IT systems, operational technology, and unstructured information, all within a cohesive industrial knowledge framework. This platform is designed to tackle the intricacies of managing industrial data, boasting over 90 pre-built extractors and connectors that facilitate seamless data ingestion from various industrial systems. Additionally, it features automated and AI-enhanced contextualization to deepen the understanding of the interrelationships between different data types. Users benefit from user-friendly search and visualization capabilities, alongside robust governance tools such as cataloging, data lineage tracking, and secure access controls, which collectively foster trust and reliability among all stakeholders involved. By leveraging these advanced features, organizations can generate data-driven insights and analytics, empowering them to implement AI use cases efficiently on an enterprise scale.

SparkCognition, an industrial AI company, has created a natural language processing solution that automates the workflows of unstructured data within companies so that humans can concentrate on high-value business decisions. DeepNLP uses machine learning to automate the retrieval, classification, and analysis of information. DeepNLP integrates with existing workflows to allow organizations to respond more quickly to changes in their businesses and get quick answers to specific queries.

VisionPro Deep Learning stands out as a premier software solution for image analysis driven by deep learning, specifically tailored for factory automation needs. Its robust algorithms, proven in real-world scenarios, are finely tuned for machine vision, featuring an intuitive graphical user interface that facilitates neural network training without sacrificing efficiency. This software addresses intricate challenges that traditional machine vision systems struggle to manage, delivering a level of consistency and speed that manual inspection cannot match. Additionally, when paired with VisionPro’s extensive rule-based vision libraries, automation engineers can readily select the most suitable tools for their specific tasks. VisionPro Deep Learning merges a wide-ranging machine vision toolset with sophisticated deep learning capabilities, all within a unified development and deployment environment. This integration significantly streamlines the process of creating vision applications that must adapt to variable conditions. Ultimately, VisionPro Deep Learning empowers users to enhance their automation processes while maintaining high-quality standards.

A visual inspection platform that manages data, speeds troubleshooting, scales deployment, and more. LandingLens is an AI visual inspection platform that works for businesses. Your labeling process is faster by as much as half and model deployment times by up to 67%. You can manage a few thousand to thousands of models using very little resources. Smart labeling and data generation improve the accuracy of your machine-learning models. You can track and manage the efficiency and current data assets of AI projects and deploy solutions across all company sites. Alerts you when the model drifts. You can easily update and adjust your solutions without having to rely on a third-party AI team. Allow manufacturers to develop, deploy, manage and monitor industrial AI projects using a single integrated platform.

Tacit's innovative software solutions enhance the capabilities of industrial workers by facilitating collaboration through "Tacit Knowledge" via advanced speech and AI technologies. Our offerings are designed to be compatible with various hardware and operating systems, placing strong emphasis on wearable devices and mobile platforms. Unmatched in the current landscape of enterprise software, Tacit provides user experiences that are straightforward and remarkably intuitive, leveraging speech and other engaging interfaces. The user experience crafted by Tacit encourages the integration of wearables and various mobile/IIoT tools, ultimately providing significant benefits to companies aiming to minimize downtime, boost productivity, and effectively capture digitized tacit knowledge. By focusing on user-friendly design, Tacit ensures that workers can seamlessly adopt these technologies, resulting in enhanced operational efficiency.

Valiot Al empowers plant managers to swiftly identify and resolve production bottlenecks without the need to disassemble their current infrastructure or equipment. By leveraging advanced AI algorithms in conjunction with a System Dynamics methodology, Valiot equips manufacturers with innovative tools to transform their production processes into smart, interconnected, and autonomous operations, unlocking unprecedented operational benefits. We integrate the capabilities of AI with the adaptability of IoT, enabling manufacturers to significantly improve their operational efficiency. Our FactoryOS solution interfaces seamlessly with both your shop floor and administrative systems, collecting data directly from your PLCs, drivers, IoT sensors, and other sources of information. This comprehensive approach ensures that every aspect of production is optimized, ultimately driving greater productivity and performance across the board.

IFS is a leading provider of Industrial AI software and enterprise solutions for businesses that make, maintain, and power our planet. Our technology allows businesses that manufacture goods, manage complex assets, or manage service-focused operations, to unlock the transformative powers of Industrial AI™. This will enhance productivity, efficiency, sustainability, and efficiency. Industrial AI is IFS.ai IFS Cloud is an AI-powered platform that is fully customizable and can be adapted to the specific needs and business evolution of our customers. It covers Enterprise Resource Planning (ERP), Enterprise Asset Management, Supply Chain Management, Information Technology Service Management and Field Service Management. IFS technology uses AI, machine-learning, real-time data, and analytics to empower customers to make informed strategic decision and excel at their Moment of Service™.